Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 50 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.0 KiB |
| Average record size in memory | 122.6 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 14 |
Adj Close is highly correlated with 5MA and 9 other fields | High correlation |
H-L is highly correlated with 7SD and 1 other fields | High correlation |
O-C is highly correlated with Returns | High correlation |
5MA is highly correlated with Adj Close and 8 other fields | High correlation |
10MA is highly correlated with Adj Close and 7 other fields | High correlation |
20MA is highly correlated with Adj Close and 7 other fields | High correlation |
7SD is highly correlated with Adj Close and 9 other fields | High correlation |
RSI_14 is highly correlated with Adj Close | High correlation |
EMA8 is highly correlated with Adj Close and 8 other fields | High correlation |
EMA21 is highly correlated with Adj Close and 7 other fields | High correlation |
EMA34 is highly correlated with Adj Close and 8 other fields | High correlation |
EMA55 is highly correlated with Adj Close and 7 other fields | High correlation |
Returns is highly correlated with O-C | High correlation |
Volume is highly correlated with Adj Close and 5 other fields | High correlation |
Adj Close is highly correlated with 5MA and 9 other fields | High correlation |
H-L is highly correlated with 7SD and 1 other fields | High correlation |
O-C is highly correlated with Returns | High correlation |
5MA is highly correlated with Adj Close and 8 other fields | High correlation |
10MA is highly correlated with Adj Close and 8 other fields | High correlation |
20MA is highly correlated with Adj Close and 7 other fields | High correlation |
7SD is highly correlated with Adj Close and 9 other fields | High correlation |
RSI_14 is highly correlated with Adj Close | High correlation |
EMA8 is highly correlated with Adj Close and 8 other fields | High correlation |
EMA21 is highly correlated with Adj Close and 8 other fields | High correlation |
EMA34 is highly correlated with Adj Close and 8 other fields | High correlation |
EMA55 is highly correlated with Adj Close and 8 other fields | High correlation |
Returns is highly correlated with O-C | High correlation |
Volume is highly correlated with Adj Close and 8 other fields | High correlation |
Adj Close is highly correlated with 5MA and 7 other fields | High correlation |
H-L is highly correlated with Volume | High correlation |
O-C is highly correlated with Returns | High correlation |
5MA is highly correlated with Adj Close and 6 other fields | High correlation |
10MA is highly correlated with Adj Close and 6 other fields | High correlation |
20MA is highly correlated with Adj Close and 6 other fields | High correlation |
7SD is highly correlated with Volume | High correlation |
RSI_14 is highly correlated with Adj Close | High correlation |
EMA8 is highly correlated with Adj Close and 6 other fields | High correlation |
EMA21 is highly correlated with Adj Close and 6 other fields | High correlation |
EMA34 is highly correlated with Adj Close and 6 other fields | High correlation |
EMA55 is highly correlated with Adj Close and 6 other fields | High correlation |
Returns is highly correlated with O-C | High correlation |
Volume is highly correlated with H-L and 1 other fields | High correlation |
Date is highly correlated with Adj Close and 13 other fields | High correlation |
Adj Close is highly correlated with Date and 13 other fields | High correlation |
H-L is highly correlated with Date and 12 other fields | High correlation |
O-C is highly correlated with Date and 9 other fields | High correlation |
5MA is highly correlated with Date and 12 other fields | High correlation |
10MA is highly correlated with Date and 11 other fields | High correlation |
20MA is highly correlated with Date and 12 other fields | High correlation |
7SD is highly correlated with Date and 13 other fields | High correlation |
RSI_14 is highly correlated with Date and 9 other fields | High correlation |
EMA8 is highly correlated with Date and 12 other fields | High correlation |
EMA21 is highly correlated with Date and 13 other fields | High correlation |
EMA34 is highly correlated with Date and 13 other fields | High correlation |
EMA55 is highly correlated with Date and 13 other fields | High correlation |
Returns is highly correlated with Date and 10 other fields | High correlation |
Volume is highly correlated with Date and 10 other fields | High correlation |
Date has unique values | Unique |
Adj Close has unique values | Unique |
H-L has unique values | Unique |
O-C has unique values | Unique |
5MA has unique values | Unique |
10MA has unique values | Unique |
20MA has unique values | Unique |
7SD has unique values | Unique |
RSI_14 has unique values | Unique |
EMA8 has unique values | Unique |
EMA21 has unique values | Unique |
EMA34 has unique values | Unique |
EMA55 has unique values | Unique |
Returns has unique values | Unique |
Volume has unique values | Unique |
Reproduction
| Analysis started | 2022-02-13 09:51:34.106408 |
|---|---|
| Analysis finished | 2022-02-13 09:51:48.379089 |
| Duration | 14.27 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 528.0 B |
| Minimum | 2021-12-02 00:00:00 |
|---|---|
| Maximum | 2022-02-11 00:00:00 |
Histogram with fixed size bins (bins=50)
Adj Close
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3235.012817 |
| Minimum | 2776.909912 |
|---|---|
| Maximum | 3523.290039 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 2776.909912 |
|---|---|
| 5-th percentile | 2795.886487 |
| Q1 | 3132.682495 |
| median | 3295.639893 |
| Q3 | 3398.610046 |
| 95-th percentile | 3475.715979 |
| Maximum | 3523.290039 |
| Range | 746.380127 |
| Interquartile range (IQR) | 265.9275513 |
Descriptive statistics
| Standard deviation | 214.0619038 |
|---|---|
| Coefficient of variation (CV) | 0.06617034179 |
| Kurtosis | -0.3429209855 |
| Mean | 3235.012817 |
| Median Absolute Deviation (MAD) | 117.4349365 |
| Skewness | -0.848071439 |
| Sum | 161750.6409 |
| Variance | 45822.49867 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3437.360107 | 1 | 2.0% |
| 2777.449951 | 1 | 2.0% |
| 3307.23999 | 1 | 2.0% |
| 3304.139893 | 1 | 2.0% |
| 3224.280029 | 1 | 2.0% |
| 3242.76001 | 1 | 2.0% |
| 3178.350098 | 1 | 2.0% |
| 3125.97998 | 1 | 2.0% |
| 3033.350098 | 1 | 2.0% |
| 2852.860107 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 2776.909912 | 1 | |
| 2777.449951 | 1 | |
| 2792.75 | 1 | |
| 2799.719971 | 1 | |
| 2852.860107 | 1 | |
| 2879.560059 | 1 | |
| 2890.879883 | 1 | |
| 2991.469971 | 1 | |
| 3012.25 | 1 | |
| 3023.870117 | 1 |
| Value | Count | Frequency (%) |
| 3523.290039 | 1 | |
| 3523.159912 | 1 | |
| 3483.419922 | 1 | |
| 3466.300049 | 1 | |
| 3444.23999 | 1 | |
| 3437.360107 | 1 | |
| 3427.370117 | 1 | |
| 3421.370117 | 1 | |
| 3420.73999 | 1 | |
| 3413.219971 | 1 |
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94.34780273 |
| Minimum | 36.5 |
|---|---|
| Maximum | 211.8400879 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 36.5 |
|---|---|
| 5-th percentile | 46.29550781 |
| Q1 | 59.34753418 |
| median | 94.3651123 |
| Q3 | 120.9274902 |
| 95-th percentile | 172.7695923 |
| Maximum | 211.8400879 |
| Range | 175.3400879 |
| Interquartile range (IQR) | 61.57995605 |
Descriptive statistics
| Standard deviation | 41.54854574 |
|---|---|
| Coefficient of variation (CV) | 0.4403764002 |
| Kurtosis | 0.2633317047 |
| Mean | 94.34780273 |
| Median Absolute Deviation (MAD) | 32.07006836 |
| Skewness | 0.7968045901 |
| Sum | 4717.390137 |
| Variance | 1726.281653 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 68.94995117 | 1 | 2.0% |
| 157.329834 | 1 | 2.0% |
| 112.9699707 | 1 | 2.0% |
| 49.2199707 | 1 | 2.0% |
| 102.6098633 | 1 | 2.0% |
| 48.98999023 | 1 | 2.0% |
| 41.39990234 | 1 | 2.0% |
| 60 | 1 | 2.0% |
| 132.9799805 | 1 | 2.0% |
| 176.5900879 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 36.5 | 1 | |
| 41.39990234 | 1 | |
| 45.48999023 | 1 | |
| 47.2800293 | 1 | |
| 48.59008789 | 1 | |
| 48.98999023 | 1 | |
| 49.2199707 | 1 | |
| 52.22998047 | 1 | |
| 55.39013672 | 1 | |
| 55.83007812 | 1 |
| Value | Count | Frequency (%) |
| 211.8400879 | 1 | |
| 191.8598633 | 1 | |
| 176.5900879 | 1 | |
| 168.1000977 | 1 | |
| 157.329834 | 1 | |
| 135.2199707 | 1 | |
| 132.9799805 | 1 | |
| 131.2700195 | 1 | |
| 125.3200684 | 1 | |
| 124.8400879 | 1 |
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.742783203 |
| Minimum | -110.8798828 |
|---|---|
| Maximum | 146.1398926 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 22 |
| Negative (%) | 44.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | -110.8798828 |
|---|---|
| 5-th percentile | -93.85405273 |
| Q1 | -33.60009766 |
| median | 16.40002441 |
| Q3 | 49.10748291 |
| 95-th percentile | 99.65240479 |
| Maximum | 146.1398926 |
| Range | 257.0197754 |
| Interquartile range (IQR) | 82.70758057 |
Descriptive statistics
| Standard deviation | 59.28510632 |
|---|---|
| Coefficient of variation (CV) | 6.085027767 |
| Kurtosis | -0.423688411 |
| Mean | 9.742783203 |
| Median Absolute Deviation (MAD) | 41.68005371 |
| Skewness | -0.007295616378 |
| Sum | 487.1391602 |
| Variance | 3514.723831 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 22.63989258 | 1 | 2.0% |
| 117.5500488 | 1 | 2.0% |
| -77.23999023 | 1 | 2.0% |
| 27.36010742 | 1 | 2.0% |
| 80.72998047 | 1 | 2.0% |
| -39.76000977 | 1 | 2.0% |
| 3.75 | 1 | 2.0% |
| 49.26000977 | 1 | 2.0% |
| 101.9699707 | 1 | 2.0% |
| 146.1398926 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| -110.8798828 | 1 | |
| -96.4699707 | 1 | |
| -94.34008789 | 1 | |
| -93.26000977 | 1 | |
| -77.23999023 | 1 | |
| -62.35009766 | 1 | |
| -57.09008789 | 1 | |
| -51.33007812 | 1 | |
| -46.14013672 | 1 | |
| -40.66015625 | 1 |
| Value | Count | Frequency (%) |
| 146.1398926 | 1 | |
| 117.5500488 | 1 | |
| 101.9699707 | 1 | |
| 96.81982422 | 1 | |
| 89.95019531 | 1 | |
| 88.76000977 | 1 | |
| 80.72998047 | 1 | |
| 65.20996094 | 1 | |
| 64.10009766 | 1 | |
| 58.32006836 | 1 |
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3248.789815 |
| Minimum | 2822.731982 |
|---|---|
| Maximum | 3490.856055 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 2822.731982 |
|---|---|
| 5-th percentile | 2858.387896 |
| Q1 | 3092.018542 |
| median | 3320.692017 |
| Q3 | 3405.773511 |
| 95-th percentile | 3471.433298 |
| Maximum | 3490.856055 |
| Range | 668.1240723 |
| Interquartile range (IQR) | 313.7549683 |
Descriptive statistics
| Standard deviation | 207.0345004 |
|---|---|
| Coefficient of variation (CV) | 0.06372665274 |
| Kurtosis | -0.7624980704 |
| Mean | 3248.789815 |
| Median Absolute Deviation (MAD) | 121.992041 |
| Skewness | -0.7641308371 |
| Sum | 162439.4908 |
| Variance | 42863.28436 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3490.856055 | 1 | 2.0% |
| 2870.852002 | 1 | 2.0% |
| 3268.052002 | 1 | 2.0% |
| 3271.452002 | 1 | 2.0% |
| 3263.291992 | 1 | 2.0% |
| 3261.627979 | 1 | 2.0% |
| 3251.354004 | 1 | 2.0% |
| 3215.102002 | 1 | 2.0% |
| 3160.944043 | 1 | 2.0% |
| 3086.660059 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 2822.731982 | 1 | |
| 2828.071973 | 1 | |
| 2848.18999 | 1 | |
| 2870.852002 | 1 | |
| 2893.02002 | 1 | |
| 2936.812012 | 1 | |
| 2939.980029 | 1 | |
| 2940.558008 | 1 | |
| 2991.458008 | 1 | |
| 3016.284033 | 1 |
| Value | Count | Frequency (%) |
| 3490.856055 | 1 | |
| 3480.295996 | 1 | |
| 3473.091992 | 1 | |
| 3469.406006 | 1 | |
| 3467.902051 | 1 | |
| 3460.194043 | 1 | |
| 3444.8 | 1 | |
| 3444.306055 | 1 | |
| 3441.062061 | 1 | |
| 3433.428027 | 1 |
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3271.501136 |
| Minimum | 2879.771997 |
|---|---|
| Maximum | 3555.993042 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 2879.771997 |
|---|---|
| 5-th percentile | 2912.925801 |
| Q1 | 3085.03902 |
| median | 3354.483496 |
| Q3 | 3430.42027 |
| 95-th percentile | 3498.228444 |
| Maximum | 3555.993042 |
| Range | 676.2210449 |
| Interquartile range (IQR) | 345.38125 |
Descriptive statistics
| Standard deviation | 204.4941524 |
|---|---|
| Coefficient of variation (CV) | 0.06250774306 |
| Kurtosis | -1.018812505 |
| Mean | 3271.501136 |
| Median Absolute Deviation (MAD) | 107.7500122 |
| Skewness | -0.649504514 |
| Sum | 163575.0568 |
| Variance | 41817.85838 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3555.993042 | 1 | 2.0% |
| 3042.977002 | 1 | 2.0% |
| 3319.004004 | 1 | 2.0% |
| 3311.015991 | 1 | 2.0% |
| 3296.155005 | 1 | 2.0% |
| 3286.996997 | 1 | 2.0% |
| 3264.022998 | 1 | 2.0% |
| 3241.577002 | 1 | 2.0% |
| 3216.198022 | 1 | 2.0% |
| 3174.976025 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 2879.771997 | 1 | |
| 2905.416016 | 1 | |
| 2909.76499 | 1 | |
| 2916.789014 | 1 | |
| 2932.237012 | 1 | |
| 2936.547998 | 1 | |
| 2957.366016 | 1 | |
| 2979.403003 | 1 | |
| 2991.838013 | 1 | |
| 3024.037012 | 1 |
| Value | Count | Frequency (%) |
| 3555.993042 | 1 | |
| 3525.36604 | 1 | |
| 3500.446045 | 1 | |
| 3495.518042 | 1 | |
| 3489.830029 | 1 | |
| 3480.13103 | 1 | |
| 3474.099023 | 1 | |
| 3457.077026 | 1 | |
| 3446.811035 | 1 | |
| 3444.553027 | 1 |
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3331.377846 |
| Minimum | 3019.38302 |
|---|---|
| Maximum | 3536.81051 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 3019.38302 |
|---|---|
| 5-th percentile | 3035.384631 |
| Q1 | 3188.937628 |
| median | 3381.469019 |
| Q3 | 3464.817157 |
| 95-th percentile | 3528.812545 |
| Maximum | 3536.81051 |
| Range | 517.4274902 |
| Interquartile range (IQR) | 275.8795288 |
Descriptive statistics
| Standard deviation | 173.1137352 |
|---|---|
| Coefficient of variation (CV) | 0.05196460539 |
| Kurtosis | -1.014080684 |
| Mean | 3331.377846 |
| Median Absolute Deviation (MAD) | 121.2255127 |
| Skewness | -0.6183827713 |
| Sum | 166568.8923 |
| Variance | 29968.3653 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3536.81051 | 1 | 2.0% |
| 3180.990503 | 1 | 2.0% |
| 3360.729016 | 1 | 2.0% |
| 3356.844507 | 1 | 2.0% |
| 3344.743506 | 1 | 2.0% |
| 3338.01051 | 1 | 2.0% |
| 3326.91051 | 1 | 2.0% |
| 3316.130505 | 1 | 2.0% |
| 3297.381006 | 1 | 2.0% |
| 3268.987012 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 3019.38302 | 1 | |
| 3027.303516 | 1 | |
| 3033.507007 | 1 | |
| 3037.679504 | 1 | |
| 3037.752002 | 1 | |
| 3042.370508 | 1 | |
| 3047.98501 | 1 | |
| 3073.496509 | 1 | |
| 3090.406006 | 1 | |
| 3109.617004 | 1 |
| Value | Count | Frequency (%) |
| 3536.81051 | 1 | |
| 3532.450012 | 1 | |
| 3529.584521 | 1 | |
| 3527.869019 | 1 | |
| 3526.999512 | 1 | |
| 3526.931018 | 1 | |
| 3525.586511 | 1 | |
| 3518.896521 | 1 | |
| 3510.704028 | 1 | |
| 3506.984033 | 1 |
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.79167241 |
| Minimum | 18.87363683 |
|---|---|
| Maximum | 172.8201218 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 18.87363683 |
|---|---|
| 5-th percentile | 28.16960394 |
| Q1 | 40.78246222 |
| median | 58.31007927 |
| Q3 | 107.5316363 |
| 95-th percentile | 160.5242515 |
| Maximum | 172.8201218 |
| Range | 153.946485 |
| Interquartile range (IQR) | 66.74917403 |
Descriptive statistics
| Standard deviation | 46.34288012 |
|---|---|
| Coefficient of variation (CV) | 0.6114508183 |
| Kurtosis | -0.6814903827 |
| Mean | 75.79167241 |
| Median Absolute Deviation (MAD) | 22.41087577 |
| Skewness | 0.8754549764 |
| Sum | 3789.583621 |
| Variance | 2147.662538 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60.47669098 | 1 | 2.0% |
| 160.9028545 | 1 | 2.0% |
| 61.90999877 | 1 | 2.0% |
| 40.31368686 | 1 | 2.0% |
| 33.85300471 | 1 | 2.0% |
| 33.59734923 | 1 | 2.0% |
| 45.54404751 | 1 | 2.0% |
| 64.73710867 | 1 | 2.0% |
| 98.69676798 | 1 | 2.0% |
| 152.7785554 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 18.87363683 | 1 | |
| 27.65173742 | 1 | |
| 28.07544418 | 1 | |
| 28.28468808 | 1 | |
| 29.14156738 | 1 | |
| 29.68588244 | 1 | |
| 31.33696267 | 1 | |
| 33.59734923 | 1 | |
| 33.85300471 | 1 | |
| 37.94540229 | 1 |
| Value | Count | Frequency (%) |
| 172.8201218 | 1 | |
| 161.4288825 | 1 | |
| 160.9028545 | 1 | |
| 160.0615146 | 1 | |
| 157.536988 | 1 | |
| 157.3798944 | 1 | |
| 152.7785554 | 1 | |
| 149.5944244 | 1 | |
| 137.5974835 | 1 | |
| 136.4828992 | 1 |
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.79046765 |
| Minimum | 21.16875324 |
|---|---|
| Maximum | 55.88630939 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 21.16875324 |
|---|---|
| 5-th percentile | 22.69585717 |
| Q1 | 37.7044936 |
| median | 43.77010801 |
| Q3 | 47.60389322 |
| 95-th percentile | 53.17141346 |
| Maximum | 55.88630939 |
| Range | 34.71755614 |
| Interquartile range (IQR) | 9.899399626 |
Descriptive statistics
| Standard deviation | 8.965423394 |
|---|---|
| Coefficient of variation (CV) | 0.2145327367 |
| Kurtosis | 0.137562387 |
| Mean | 41.79046765 |
| Median Absolute Deviation (MAD) | 4.375806534 |
| Skewness | -0.7883672761 |
| Sum | 2089.523382 |
| Variance | 80.37881663 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 45.15715358 | 1 | 2.0% |
| 21.59038319 | 1 | 2.0% |
| 44.01062661 | 1 | 2.0% |
| 43.75646957 | 1 | 2.0% |
| 37.71435275 | 1 | 2.0% |
| 39.78639728 | 1 | 2.0% |
| 35.36987424 | 1 | 2.0% |
| 32.23651957 | 1 | 2.0% |
| 27.58219087 | 1 | 2.0% |
| 21.16875324 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 21.16875324 | 1 | |
| 21.59038319 | 1 | |
| 22.24108298 | 1 | |
| 23.25169229 | 1 | |
| 25.11857351 | 1 | |
| 27.58219087 | 1 | |
| 32.0488045 | 1 | |
| 32.15528876 | 1 | |
| 32.23651957 | 1 | |
| 35.28216604 | 1 |
| Value | Count | Frequency (%) |
| 55.88630939 | 1 | |
| 55.65102683 | 1 | |
| 53.29303042 | 1 | |
| 53.02277052 | 1 | |
| 52.98881818 | 1 | |
| 52.97789326 | 1 | |
| 52.78054381 | 1 | |
| 49.61370071 | 1 | |
| 49.61148809 | 1 | |
| 48.62231162 | 1 |
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3264.549695 |
| Minimum | 2908.810322 |
|---|---|
| Maximum | 3506.969473 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 2908.810322 |
|---|---|
| 5-th percentile | 2924.04891 |
| Q1 | 3099.548948 |
| median | 3328.753907 |
| Q3 | 3411.844949 |
| 95-th percentile | 3485.370747 |
| Maximum | 3506.969473 |
| Range | 598.1591514 |
| Interquartile range (IQR) | 312.2960006 |
Descriptive statistics
| Standard deviation | 196.834836 |
|---|---|
| Coefficient of variation (CV) | 0.06029463613 |
| Kurtosis | -1.152418042 |
| Mean | 3264.549695 |
| Median Absolute Deviation (MAD) | 124.7806629 |
| Skewness | -0.5941348578 |
| Sum | 163227.4847 |
| Variance | 38743.95265 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3506.969473 | 1 | 2.0% |
| 2952.715409 | 1 | 2.0% |
| 3300.982576 | 1 | 2.0% |
| 3301.684202 | 1 | 2.0% |
| 3284.483275 | 1 | 2.0% |
| 3275.211438 | 1 | 2.0% |
| 3253.686696 | 1 | 2.0% |
| 3225.307426 | 1 | 2.0% |
| 3182.650242 | 1 | 2.0% |
| 3109.363545 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 2908.810322 | 1 | |
| 2917.16754 | 1 | |
| 2921.487819 | 1 | |
| 2927.179133 | 1 | |
| 2948.666018 | 1 | |
| 2952.715409 | 1 | |
| 2962.795792 | 1 | |
| 2972.888312 | 1 | |
| 3002.791254 | 1 | |
| 3014.182012 | 1 |
| Value | Count | Frequency (%) |
| 3506.969473 | 1 | |
| 3490.435631 | 1 | |
| 3488.876584 | 1 | |
| 3481.085836 | 1 | |
| 3480.929599 | 1 | |
| 3478.957341 | 1 | |
| 3469.027492 | 1 | |
| 3459.489065 | 1 | |
| 3447.580076 | 1 | |
| 3442.231512 | 1 |
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3319.008183 |
| Minimum | 3037.826641 |
|---|---|
| Maximum | 3506.199159 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 3037.826641 |
|---|---|
| 5-th percentile | 3060.837669 |
| Q1 | 3141.864126 |
| median | 3379.669102 |
| Q3 | 3445.675861 |
| 95-th percentile | 3494.794885 |
| Maximum | 3506.199159 |
| Range | 468.3725184 |
| Interquartile range (IQR) | 303.8117354 |
Descriptive statistics
| Standard deviation | 162.1999457 |
|---|---|
| Coefficient of variation (CV) | 0.04887000475 |
| Kurtosis | -1.259593707 |
| Mean | 3319.008183 |
| Median Absolute Deviation (MAD) | 96.55841544 |
| Skewness | -0.6001300018 |
| Sum | 165950.4092 |
| Variance | 26308.82238 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3506.199159 | 1 | 2.0% |
| 3132.975975 | 1 | 2.0% |
| 3355.63158 | 1 | 2.0% |
| 3350.950517 | 1 | 2.0% |
| 3339.435018 | 1 | 2.0% |
| 3330.646381 | 1 | 2.0% |
| 3316.801265 | 1 | 2.0% |
| 3299.453875 | 1 | 2.0% |
| 3275.262623 | 1 | 2.0% |
| 3236.862394 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 3037.826641 | 1 | |
| 3048.277859 | 1 | |
| 3058.317141 | 1 | |
| 3063.918314 | 1 | |
| 3069.085145 | 1 | |
| 3073.606648 | 1 | |
| 3073.767403 | 1 | |
| 3081.820315 | 1 | |
| 3087.405824 | 1 | |
| 3093.106235 | 1 |
| Value | Count | Frequency (%) |
| 3506.199159 | 1 | |
| 3495.616512 | 1 | |
| 3495.280073 | 1 | |
| 3494.201877 | 1 | |
| 3492.492089 | 1 | |
| 3489.659888 | 1 | |
| 3489.412294 | 1 | |
| 3480.722634 | 1 | |
| 3471.732402 | 1 | |
| 3471.238551 | 1 |
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3348.892211 |
| Minimum | 3127.873466 |
|---|---|
| Maximum | 3481.680163 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 3127.873466 |
|---|---|
| 5-th percentile | 3133.479791 |
| Q1 | 3225.058765 |
| median | 3402.364569 |
| Q3 | 3451.253897 |
| 95-th percentile | 3478.338938 |
| Maximum | 3481.680163 |
| Range | 353.8066962 |
| Interquartile range (IQR) | 226.1951323 |
Descriptive statistics
| Standard deviation | 128.5557018 |
|---|---|
| Coefficient of variation (CV) | 0.03838753048 |
| Kurtosis | -1.147113792 |
| Mean | 3348.892211 |
| Median Absolute Deviation (MAD) | 67.50017055 |
| Skewness | -0.7002582292 |
| Sum | 167444.6106 |
| Variance | 16526.56848 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3481.680163 | 1 | 2.0% |
| 3218.378036 | 1 | 2.0% |
| 3383.671657 | 1 | 2.0% |
| 3379.126984 | 1 | 2.0% |
| 3370.278587 | 1 | 2.0% |
| 3362.991811 | 1 | 2.0% |
| 3352.440856 | 1 | 2.0% |
| 3339.500234 | 1 | 2.0% |
| 3322.005941 | 1 | 2.0% |
| 3295.197607 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 3127.873466 | 1 | |
| 3129.297271 | 1 | |
| 3130.977996 | 1 | |
| 3136.53754 | 1 | |
| 3139.277153 | 1 | |
| 3141.523397 | 1 | |
| 3143.726064 | 1 | |
| 3149.143985 | 1 | |
| 3157.44059 | 1 | |
| 3165.53577 | 1 |
| Value | Count | Frequency (%) |
| 3481.680163 | 1 | |
| 3479.377224 | 1 | |
| 3479.132212 | 1 | |
| 3477.369382 | 1 | |
| 3476.463866 | 1 | |
| 3476.429298 | 1 | |
| 3473.625916 | 1 | |
| 3472.453994 | 1 | |
| 3467.275485 | 1 | |
| 3467.219745 | 1 |
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3371.10557 |
| Minimum | 3204.060754 |
|---|---|
| Maximum | 3458.079689 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 3204.060754 |
|---|---|
| 5-th percentile | 3209.438543 |
| Q1 | 3290.800376 |
| median | 3414.046604 |
| Q3 | 3444.451114 |
| 95-th percentile | 3456.365396 |
| Maximum | 3458.079689 |
| Range | 254.0189355 |
| Interquartile range (IQR) | 153.6507378 |
Descriptive statistics
| Standard deviation | 92.28359188 |
|---|---|
| Coefficient of variation (CV) | 0.02737487449 |
| Kurtosis | -0.9837061214 |
| Mean | 3371.10557 |
| Median Absolute Deviation (MAD) | 39.03411781 |
| Skewness | -0.8108924411 |
| Sum | 168555.2785 |
| Variance | 8516.26133 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3455.417259 | 1 | 2.0% |
| 3286.090713 | 1 | 2.0% |
| 3401.128837 | 1 | 2.0% |
| 3397.664921 | 1 | 2.0% |
| 3391.472559 | 1 | 2.0% |
| 3386.161361 | 1 | 2.0% |
| 3378.739481 | 1 | 2.0% |
| 3369.712298 | 1 | 2.0% |
| 3357.699289 | 1 | 2.0% |
| 3339.669211 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 3204.060754 | 1 | |
| 3209.070117 | 1 | |
| 3209.178944 | 1 | |
| 3209.755831 | 1 | |
| 3210.257054 | 1 | |
| 3210.935316 | 1 | |
| 3213.088854 | 1 | |
| 3229.243701 | 1 | |
| 3237.280542 | 1 | |
| 3245.184669 | 1 |
| Value | Count | Frequency (%) |
| 3458.079689 | 1 | |
| 3457.585406 | 1 | |
| 3457.141146 | 1 | |
| 3455.417259 | 1 | |
| 3455.219822 | 1 | |
| 3454.695962 | 1 | |
| 3453.08806 | 1 | |
| 3453.073383 | 1 | |
| 3452.59872 | 1 | |
| 3452.155392 | 1 |
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.001917166766 |
| Minimum | -0.07812767463 |
|---|---|
| Maximum | 0.1353591362 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 31 |
| Negative (%) | 62.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | -0.07812767463 |
|---|---|
| 5-th percentile | -0.03394125837 |
| Q1 | -0.01497681334 |
| median | -0.003565910773 |
| Q3 | 0.006552877878 |
| 95-th percentile | 0.02969014528 |
| Maximum | 0.1353591362 |
| Range | 0.2134868108 |
| Interquartile range (IQR) | 0.02152969121 |
Descriptive statistics
| Standard deviation | 0.02911997047 |
|---|---|
| Coefficient of variation (CV) | -15.18906492 |
| Kurtosis | 9.96963657 |
| Mean | -0.001917166766 |
| Median Absolute Deviation (MAD) | 0.01107264988 |
| Skewness | 1.745934639 |
| Sum | -0.09585833832 |
| Variance | 0.0008479726801 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -0.00184680036 | 1 | 2.0% |
| -0.007954373925 | 1 | 2.0% |
| 0.02400208694 | 1 | 2.0% |
| -0.0009373670086 | 1 | 2.0% |
| -0.02416963745 | 1 | 2.0% |
| 0.005731506042 | 1 | 2.0% |
| -0.01986268238 | 1 | 2.0% |
| -0.01647713926 | 1 | 2.0% |
| -0.02963227001 | 1 | 2.0% |
| -0.05950186573 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| -0.07812767463 | 1 | |
| -0.05950186573 | 1 | |
| -0.03591114306 | 1 | |
| -0.03153362153 | 1 | |
| -0.02963227001 | 1 | |
| -0.02564120985 | 1 | |
| -0.02416963745 | 1 | |
| -0.01986268238 | 1 | |
| -0.01889305582 | 1 | |
| -0.01728352018 | 1 |
| Value | Count | Frequency (%) |
| 0.1353591362 | 1 | |
| 0.03886354507 | 1 | |
| 0.03108407791 | 1 | |
| 0.02798644984 | 1 | |
| 0.02497759164 | 1 | |
| 0.02400208694 | 1 | |
| 0.02211831968 | 1 | |
| 0.0220216669 | 1 | |
| 0.01997857547 | 1 | |
| 0.01332689791 | 1 |
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3754814 |
| Minimum | 1787700 |
|---|---|
| Maximum | 12640500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 1787700 |
|---|---|
| 5-th percentile | 2051775 |
| Q1 | 2736875 |
| median | 3225700 |
| Q3 | 3869750 |
| 95-th percentile | 8010770 |
| Maximum | 12640500 |
| Range | 10852800 |
| Interquartile range (IQR) | 1132875 |
Descriptive statistics
| Standard deviation | 2082380.286 |
|---|---|
| Coefficient of variation (CV) | 0.5545894646 |
| Kurtosis | 9.282704117 |
| Mean | 3754814 |
| Median Absolute Deviation (MAD) | 596300 |
| Skewness | 2.907366948 |
| Sum | 187740700 |
| Variance | 4.336307656 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3236300 | 1 | 2.0% |
| 4780100 | 1 | 2.0% |
| 3140300 | 1 | 2.0% |
| 2501500 | 1 | 2.0% |
| 2609400 | 1 | 2.0% |
| 2295800 | 1 | 2.0% |
| 3364600 | 1 | 2.0% |
| 2662100 | 1 | 2.0% |
| 3598700 | 1 | 2.0% |
| 8198600 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 1787700 | 1 | |
| 1839400 | 1 | |
| 1879200 | 1 | |
| 2262700 | 1 | |
| 2295800 | 1 | |
| 2303100 | 1 | |
| 2329300 | 1 | |
| 2391500 | 1 | |
| 2501500 | 1 | |
| 2597900 | 1 |
| Value | Count | Frequency (%) |
| 12640500 | 1 | |
| 11276600 | 1 | |
| 8198600 | 1 | |
| 7781200 | 1 | |
| 5131200 | 1 | |
| 4780100 | 1 | |
| 4541200 | 1 | |
| 4389900 | 1 | |
| 4366500 | 1 | |
| 4277100 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
First rows
| Date | Adj Close | H-L | O-C | 5MA | 10MA | 20MA | 7SD | RSI_14 | EMA8 | EMA21 | EMA34 | EMA55 | Returns | Volume | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2021-12-02 | 3437.360107 | 68.949951 | 22.639893 | 3490.856055 | 3555.993042 | 3536.810510 | 60.476691 | 45.157154 | 3506.969473 | 3506.199159 | 3481.680163 | 3455.417259 | -0.001847 | 3236300 |
| 1 | 2021-12-03 | 3389.790039 | 131.270020 | 65.209961 | 3467.902051 | 3525.366040 | 3532.450012 | 69.221977 | 41.781792 | 3480.929599 | 3495.616512 | 3476.429298 | 3453.073383 | -0.013839 | 4032600 |
| 2 | 2021-12-06 | 3427.370117 | 135.219971 | -34.370117 | 3441.062061 | 3500.446045 | 3527.869019 | 59.035871 | 45.262648 | 3469.027492 | 3489.412294 | 3473.625916 | 3452.155392 | 0.011086 | 3443000 |
| 3 | 2021-12-07 | 3523.290039 | 83.300049 | -31.290039 | 3444.306055 | 3495.518042 | 3529.584521 | 61.381374 | 52.988818 | 3481.085836 | 3492.492089 | 3476.463866 | 3454.695962 | 0.027986 | 3320500 |
| 4 | 2021-12-08 | 3523.159912 | 48.590088 | -0.149902 | 3460.194043 | 3489.830029 | 3526.931018 | 52.974907 | 52.977893 | 3490.435631 | 3495.280073 | 3479.132212 | 3457.141146 | -0.000037 | 2262700 |
| 5 | 2021-12-09 | 3483.419922 | 56.599854 | 31.580078 | 3469.406006 | 3480.131030 | 3526.999512 | 50.506851 | 49.613701 | 3488.876584 | 3494.201877 | 3479.377224 | 3458.079689 | -0.011280 | 2303100 |
| 6 | 2021-12-10 | 3444.239990 | 108.540039 | 64.100098 | 3480.295996 | 3474.099023 | 3525.586511 | 50.477300 | 46.479896 | 3478.957341 | 3489.659888 | 3477.369382 | 3457.585406 | -0.011248 | 3031400 |
| 7 | 2021-12-13 | 3391.350098 | 59.399902 | 48.649902 | 3473.091992 | 3457.077026 | 3518.896521 | 56.714230 | 42.570805 | 3459.489065 | 3480.722634 | 3472.453994 | 3455.219822 | -0.015356 | 3108500 |
| 8 | 2021-12-14 | 3381.830078 | 61.179932 | -30.830078 | 3444.800000 | 3444.553027 | 3510.704028 | 58.289590 | 41.887917 | 3442.231512 | 3471.732402 | 3467.275485 | 3452.598720 | -0.002807 | 2798800 |
| 9 | 2021-12-15 | 3466.300049 | 168.100098 | -94.340088 | 3433.428027 | 3446.811035 | 3506.984033 | 57.225928 | 49.611488 | 3447.580076 | 3471.238551 | 3467.219745 | 3453.088060 | 0.024978 | 3789700 |
Last rows
| Date | Adj Close | H-L | O-C | 5MA | 10MA | 20MA | 7SD | RSI_14 | EMA8 | EMA21 | EMA34 | EMA55 | Returns | Volume | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 2022-01-31 | 2991.469971 | 121.199951 | -96.469971 | 2848.189990 | 2932.237012 | 3109.617004 | 74.681697 | 41.377462 | 2927.179133 | 3073.606648 | 3165.535770 | 3245.184669 | 0.038864 | 3915400 |
| 41 | 2022-02-01 | 3023.870117 | 81.609863 | -23.870117 | 2893.020020 | 2916.789014 | 3090.406006 | 98.161472 | 43.783746 | 2948.666018 | 3069.085145 | 3157.440590 | 3237.280542 | 0.010831 | 2961000 |
| 42 | 2022-02-02 | 3012.250000 | 124.229980 | 88.760010 | 2939.980029 | 2905.416016 | 3073.496509 | 110.476592 | 43.100445 | 2962.795792 | 3063.918314 | 3149.143985 | 3229.243701 | -0.003843 | 4366500 |
| 43 | 2022-02-03 | 2776.909912 | 118.290039 | 57.840088 | 2936.812012 | 2879.771997 | 3047.985010 | 114.091910 | 32.155289 | 2921.487819 | 3037.826641 | 3127.873466 | 3213.088854 | -0.078128 | 11276600 |
| 44 | 2022-02-04 | 3152.790039 | 211.840088 | -40.660156 | 2991.458008 | 2909.764990 | 3042.370508 | 136.482899 | 52.780544 | 2972.888312 | 3048.277859 | 3129.297271 | 3210.935316 | 0.135359 | 12640500 |
| 45 | 2022-02-07 | 3158.709961 | 108.820068 | 11.689941 | 3024.906006 | 2936.547998 | 3037.752002 | 137.597483 | 53.022771 | 3014.182012 | 3058.317141 | 3130.977996 | 3209.070117 | 0.001878 | 5131200 |
| 46 | 2022-02-08 | 3228.270020 | 124.840088 | -93.260010 | 3065.785986 | 2979.403003 | 3037.679504 | 149.594424 | 55.886309 | 3061.757125 | 3073.767403 | 3136.537540 | 3209.755831 | 0.022022 | 3802000 |
| 47 | 2022-02-09 | 3223.790039 | 71.689941 | 33.679932 | 3108.093994 | 3024.037012 | 3033.507007 | 160.061515 | 55.651027 | 3097.764439 | 3087.405824 | 3141.523397 | 3210.257054 | -0.001388 | 3439300 |
| 48 | 2022-02-10 | 3180.070068 | 59.330078 | -13.070068 | 3188.726025 | 3062.769019 | 3027.303516 | 161.428882 | 53.293030 | 3116.054579 | 3095.829846 | 3143.726064 | 3209.178944 | -0.013562 | 3413400 |
| 49 | 2022-02-11 | 3065.870117 | 125.320068 | 96.819824 | 3171.342041 | 3081.400024 | 3019.383020 | 157.536988 | 47.617490 | 3104.902476 | 3093.106235 | 3139.277153 | 3204.060754 | -0.035911 | 3851600 |